Effect of Load Path on Parameter Identification for Plasticity Models Using Bayesian Methods

DOI10.1007/978-3-030-48721-8_1zbMath1455.62223arXiv1906.07246OpenAlexW2952456066MaRDI QIDQ5141285

Bojana V. Rosić, S. Reinstädler, Ehsan Adeli, Hermann G. Matthies

Publication date: 18 December 2020

Published in: Lecture Notes in Computational Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1906.07246

zbMATH Keywords

parameter identificationBayesian methodsChaboche viscoplastic material modelGauss-Markov-Kalman filtersteel hardening theorystochastic simulation technique

Mathematics Subject Classification ID

Bayesian inference (62F15) Applications of statistics in engineering and industry; control charts (62P30) Stochastic approximation (62L20)

Related Items (2)

Bayesian inversion for unified ductile phase-field fracture ⋮ Bayesian inversion for anisotropic hydraulic phase-field fracture

Cites Work

• Sampling-free linear Bayesian update of polynomial chaos representations
• Stochastic finite elements: Computational approaches to stochastic partial differential equations
• Identification of Material Parameters for Inelastic Constitutive Models Using Stochastic Methods

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